Dorner, Florian E.

9 publications

NeurIPS 2025 How Benchmark Prediction from Fewer Data Misses the Mark Guanhua Zhang, Florian E. Dorner, Moritz Hardt

ICLR 2025 Limits to Scalable Evaluation at the Frontier: LLM as Judge Won’t Beat Twice the Data Florian E. Dorner, Vivian Yvonne Nastl, Moritz Hardt

ICLR 2025 Training on the Test Task Confounds Evaluation and Emergence Ricardo Dominguez-Olmedo, Florian E. Dorner, Moritz Hardt

ICLRW 2024 Don't Label Twice: Quantity Beats Quality When Comparing Binary Classifiers on a Budget Florian E. Dorner, Moritz Hardt

ICML 2024 Don’t Label Twice: Quantity Beats Quality When Comparing Binary Classifiers on a Budget Florian E. Dorner, Moritz Hardt

ICLR 2023 Human-Guided Fair Classification for Natural Language Processing Florian E. Dorner, Momchil Peychev, Nikola Konstantinov, Naman Goel, Elliott Ash, Martin Vechev

ICMLW 2023 Incentivizing Honesty Among Competitors in Collaborative Learning Florian E. Dorner, Nikola Konstantinov, Georgi Stoyanov Pashaliev, Martin Vechev

NeurIPS 2023 Incentivizing Honesty Among Competitors in Collaborative Learning and Optimization Florian E. Dorner, Nikola Konstantinov, Georgi Pashaliev, Martin Vechev

NeurIPSW 2022 Generating Intuitive Fairness Specifications for Natural Language Processing Florian E. Dorner, Momchil Peychev, Nikola Konstantinov, Naman Goel, Elliott Ash, Martin Vechev